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Dhruv Agarwal's Projects

arboel icon arboel

Entity Linking & discovery solution. Agarwal et al., "Entity Linking via Explicit Mention-Mention Coreference Modeling", NAACL 2022.

attendance-predictor icon attendance-predictor

Recurrent Neural Network to predict the absence or presence of a student given the student's demographic data as well as their attendance history.

biosyn icon biosyn

Biomedical Entity Representations with Synonym Marginalization (Sung et al., ACL 2020)

byokg icon byokg

Zero-shot KGQA method based on curiosity-driven graph exploration. Agarwal et al., "Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA", NAACL 2024.

claim2fact icon claim2fact

Solution for verified claim retrieval using BERT-based supervised clustering

densephrases icon densephrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too

ecc icon ecc

Interactive Correlation Clustering with Existential Cluster Constraints (Angell et al., ICML 2022)

hummingbird icon hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

lapeft-bayesopt icon lapeft-bayesopt

Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.

lsh icon lsh

Exploratory POC for Locality-Sensitive Hashing

neumiss icon neumiss

A deep equilibrium (DEQ) variant of a differentiable impute-then-regress Neumann series approximation

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